amey-thakur/ai-skills · skills/big-tech-processes/hiring-loop-design/SKILL.md

hiring-loop-design skillA

hiring-loop-design is agent-read markdown (skill) from amey-thakur/ai-skills: Design a hiring loop where each interview gathers distinct signal against an anchored rubric and the debrief resists groupthink. Use when standing up or fixing an interview panel and you want a decision based on evidence, not overlapping impressions..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add amey-thakur/ai-skills/hiring-loop-design@git:20260728.fac4544
Exact content
mdr add amey-thakur/ai-skills/hiring-loop-design@sha256:e223a02b963d2072

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_crt7eyur2hc3jprp.svg)](https://markdownregistry.com/a/art_crt7eyur2hc3jprp)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260728.fac4544 latest2026-07-28 fac4544 3,294 BA view · diff
git:20260718.7c1285c2026-07-18 7c1285c 3,291 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3294 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

amey-thakur/ai-skills · 7 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_crt7eyur2hc3jprp
GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/hiring-loop-design
GET https://markdownregistry.com/api/v1/blob/e223a02b963d2072b3f40008d11e9ee3f3854a483a2833b185b3fe6e2893bd33

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.